
Simply training a detector on the synthesized images in the conventional way [1]} does not work well due to the domain shift (See Table REF ).
Since real images and our synthesized images have very distinct content and layout, a detector trained on our synthesized data does not generalize well to real images. In this section, we propose a simple yet effective approach to mitigate this issue of domain shift.
